Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 249411 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 59.0 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 29 |
password has a high cardinality: 249411 distinct values | High cardinality |
count_digits is highly overall correlated with count_consecutive_digits and 1 other fields | High correlation |
count_lower is highly overall correlated with count_consecutive_lower and 2 other fields | High correlation |
count_upper is highly overall correlated with count_consecutive_upper and 7 other fields | High correlation |
count_symbols is highly overall correlated with num_special_chars and 1 other fields | High correlation |
count_consecutive_digits is highly overall correlated with count_digits and 2 other fields | High correlation |
count_consecutive_upper is highly overall correlated with count_upper and 6 other fields | High correlation |
count_consecutive_lower is highly overall correlated with count_lower and 3 other fields | High correlation |
count_initial_digits is highly overall correlated with count_initial_lower and 1 other fields | High correlation |
count_initial_upper is highly overall correlated with count_upper and 2 other fields | High correlation |
count_initial_lower is highly overall correlated with count_upper and 8 other fields | High correlation |
count_initial_symbols is highly overall correlated with special_chars_beginning | High correlation |
count_final_digits is highly overall correlated with count_consecutive_digits and 2 other fields | High correlation |
count_final_upper is highly overall correlated with count_upper and 2 other fields | High correlation |
count_final_lower is highly overall correlated with count_final_digits | High correlation |
length is highly overall correlated with count_upper and 4 other fields | High correlation |
unique_chars is highly overall correlated with count_upper and 5 other fields | High correlation |
num_special_chars is highly overall correlated with count_symbols and 1 other fields | High correlation |
digits_first_half is highly overall correlated with count_consecutive_lower and 3 other fields | High correlation |
upper_first_half is highly overall correlated with count_upper and 6 other fields | High correlation |
lower_first_half is highly overall correlated with count_lower and 3 other fields | High correlation |
digits_second_half is highly overall correlated with count_digits and 3 other fields | High correlation |
upper_second_half is highly overall correlated with count_upper and 6 other fields | High correlation |
lower_second_half is highly overall correlated with count_lower and 1 other fields | High correlation |
special_chars_beginning is highly overall correlated with count_initial_symbols | High correlation |
count_non_alphanumeric is highly overall correlated with count_symbols and 1 other fields | High correlation |
strength is highly overall correlated with unique_chars | High correlation |
count_initial_symbols is highly skewed (γ1 = 73.04411934) | Skewed |
special_chars_beginning is highly skewed (γ1 = 70.59432913) | Skewed |
count_spaces is highly skewed (γ1 = 47.30511154) | Skewed |
password is uniformly distributed | Uniform |
strength is uniformly distributed | Uniform |
password has unique values | Unique |
count_lower has 3928 (1.6%) zeros | Zeros |
count_upper has 169670 (68.0%) zeros | Zeros |
count_symbols has 235752 (94.5%) zeros | Zeros |
count_repeated_chars has 181103 (72.6%) zeros | Zeros |
count_consecutive_digits has 102248 (41.0%) zeros | Zeros |
count_consecutive_upper has 184662 (74.0%) zeros | Zeros |
count_consecutive_lower has 19809 (7.9%) zeros | Zeros |
count_consecutive_symbols has 247199 (99.1%) zeros | Zeros |
count_initial_digits has 213966 (85.8%) zeros | Zeros |
count_initial_upper has 214444 (86.0%) zeros | Zeros |
count_initial_lower has 70544 (28.3%) zeros | Zeros |
count_initial_symbols has 249279 (99.9%) zeros | Zeros |
count_final_digits has 95506 (38.3%) zeros | Zeros |
count_final_upper has 221474 (88.8%) zeros | Zeros |
count_final_lower has 185723 (74.5%) zeros | Zeros |
num_special_chars has 235756 (94.5%) zeros | Zeros |
digits_first_half has 155680 (62.4%) zeros | Zeros |
upper_first_half has 173609 (69.6%) zeros | Zeros |
lower_first_half has 13406 (5.4%) zeros | Zeros |
digits_second_half has 24776 (9.9%) zeros | Zeros |
upper_second_half has 178132 (71.4%) zeros | Zeros |
lower_second_half has 23736 (9.5%) zeros | Zeros |
special_chars_beginning has 249275 (99.9%) zeros | Zeros |
count_spaces has 249031 (99.8%) zeros | Zeros |
count_non_alphanumeric has 235756 (94.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-18 16:41:16.575248 |
|---|---|
| Analysis finished | 2023-04-18 16:44:50.635940 |
| Duration | 3 minutes and 34.06 seconds |
| Software version | ydata-profiling vv4.0.0 |
| Download configuration | config.json |
password
Categorical
HIGH CARDINALITY UNIFORM UNIQUE
| Distinct | 249411 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 73ptilp | 1 |
|---|---|
| wxS2ztDk4OATjBfI | 1 |
| rexm12345 | 1 |
| uroqyqy783 | 1 |
| myworld123 | 1 |
| Other values (249406) |
Length
| Max length | 220 |
|---|---|
| Median length | 185 |
| Mean length | 10.700426 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2668804 |
|---|---|
| Distinct characters | 186 |
| Distinct categories | 18 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 4 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 249411 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 73ptilp |
|---|---|
| 2nd row | kalem55 |
| 3rd row | aca007 |
| 4th row | nopy98u |
| 5th row | ac7i5ge |
Common Values
| Value | Count | Frequency (%) |
| 73ptilp | 1 | < 0.1% |
| wxS2ztDk4OATjBfI | 1 | < 0.1% |
| rexm12345 | 1 | < 0.1% |
| uroqyqy783 | 1 | < 0.1% |
| myworld123 | 1 | < 0.1% |
| 5000miles | 1 | < 0.1% |
| alte55kaq | 1 | < 0.1% |
| hruxpwjn20 | 1 | < 0.1% |
| kaanklt123 | 1 | < 0.1% |
| kgw273bmk | 1 | < 0.1% |
| Other values (249401) | 249401 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 57 | < 0.1% | |
| 123 | 20 | < 0.1% |
| 123456 | 18 | < 0.1% |
| 1 | 13 | < 0.1% |
| i | 9 | < 0.1% |
| 12345 | 9 | < 0.1% |
| my | 8 | < 0.1% |
| love | 8 | < 0.1% |
| a | 8 | < 0.1% |
| m | 6 | < 0.1% |
| Other values (249132) | 249755 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 134085 | 5.0% |
| 1 | 122480 | 4.6% |
| e | 96069 | 3.6% |
| 2 | 88198 | 3.3% |
| o | 86046 | 3.2% |
| i | 85200 | 3.2% |
| 0 | 82559 | 3.1% |
| 3 | 69664 | 2.6% |
| n | 69146 | 2.6% |
| r | 69103 | 2.6% |
| Other values (176) | 1766254 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1456446 | |
| Decimal Number | 691812 | |
| Uppercase Letter | 497535 | 18.6% |
| Other Punctuation | 14602 | 0.5% |
| Dash Punctuation | 2551 | 0.1% |
| Connector Punctuation | 2253 | 0.1% |
| Math Symbol | 1051 | < 0.1% |
| Currency Symbol | 808 | < 0.1% |
| Space Separator | 572 | < 0.1% |
| Close Punctuation | 420 | < 0.1% |
| Other values (8) | 754 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 38863 | 7.8% |
| M | 38788 | 7.8% |
| N | 33271 | 6.7% |
| Q | 32183 | 6.5% |
| T | 28364 | 5.7% |
| D | 28306 | 5.7% |
| O | 26249 | 5.3% |
| E | 21990 | 4.4% |
| I | 21107 | 4.2% |
| Y | 20384 | 4.1% |
| Other values (39) | 208030 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 134085 | 9.2% |
| e | 96069 | 6.6% |
| o | 86046 | 5.9% |
| i | 85200 | 5.8% |
| n | 69146 | 4.7% |
| r | 69103 | 4.7% |
| s | 65865 | 4.5% |
| l | 58768 | 4.0% |
| u | 56521 | 3.9% |
| g | 56374 | 3.9% |
| Other values (37) | 679269 |
Control
| Value | Count | Frequency (%) |
| 4 | 10.8% | |
| 4 | 10.8% | |
| 3 | 8.1% | |
| 3 | 8.1% | |
| 3 | 8.1% | |
| | 2 | 5.4% |
| 2 | 5.4% | |
| 2 | 5.4% | |
| | 2 | 5.4% |
| 1 | 2.7% | |
| Other values (11) | 11 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4762 | |
| @ | 4018 | |
| ! | 1539 | 10.5% |
| * | 1231 | 8.4% |
| # | 935 | 6.4% |
| / | 579 | 4.0% |
| & | 518 | 3.5% |
| ? | 360 | 2.5% |
| % | 315 | 2.2% |
| ; | 308 | 2.1% |
| Other values (8) | 37 | 0.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 122480 | |
| 2 | 88198 | |
| 0 | 82559 | |
| 3 | 69664 | |
| 9 | 62183 | |
| 4 | 58554 | |
| 5 | 58271 | |
| 8 | 52401 | |
| 7 | 49126 | |
| 6 | 48376 | 7.0% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 494 | |
| = | 193 | 18.4% |
| < | 100 | 9.5% |
| ± | 75 | 7.1% |
| ~ | 74 | 7.0% |
| > | 72 | 6.9% |
| | | 36 | 3.4% |
| ÷ | 6 | 0.6% |
| × | 1 | 0.1% |
Other Number
| Value | Count | Frequency (%) |
| ³ | 12 | |
| ¾ | 5 | |
| ¼ | 2 | 8.7% |
| ² | 2 | 8.7% |
| ¹ | 1 | 4.3% |
| ½ | 1 | 4.3% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ^ | 252 | |
| ` | 12 | 4.5% |
| ´ | 2 | 0.7% |
| ¨ | 1 | 0.4% |
| ¯ | 1 | 0.4% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 806 | |
| ¤ | 1 | 0.1% |
| ¢ | 1 | 0.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 279 | |
| ] | 105 | 25.0% |
| } | 36 | 8.6% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 252 | |
| [ | 115 | |
| { | 39 | 9.6% |
Other Symbol
| Value | Count | Frequency (%) |
| ° | 6 | |
| ™ | 1 | 12.5% |
| ¦ | 1 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2549 | |
| — | 2 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 571 | ||
| 1 | 0.2% |
Initial Punctuation
| Value | Count | Frequency (%) |
| ‹ | 1 | |
| « | 1 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2253 |
Other Letter
| Value | Count | Frequency (%) |
| º | 8 |
Final Punctuation
| Value | Count | Frequency (%) |
| › | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1953987 | |
| Common | 714817 | 26.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 134085 | 6.9% |
| e | 96069 | 4.9% |
| o | 86046 | 4.4% |
| i | 85200 | 4.4% |
| n | 69146 | 3.5% |
| r | 69103 | 3.5% |
| s | 65865 | 3.4% |
| l | 58768 | 3.0% |
| u | 56521 | 2.9% |
| g | 56374 | 2.9% |
| Other values (86) | 1176810 |
Common
| Value | Count | Frequency (%) |
| 1 | 122480 | |
| 2 | 88198 | |
| 0 | 82559 | |
| 3 | 69664 | |
| 9 | 62183 | |
| 4 | 58554 | |
| 5 | 58271 | |
| 8 | 52401 | |
| 7 | 49126 | |
| 6 | 48376 | 6.8% |
| Other values (80) | 23005 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2668502 | |
| None | 295 | < 0.1% |
| Punctuation | 6 | < 0.1% |
| Letterlike Symbols | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 134085 | 5.0% |
| 1 | 122480 | 4.6% |
| e | 96069 | 3.6% |
| 2 | 88198 | 3.3% |
| o | 86046 | 3.2% |
| i | 85200 | 3.2% |
| 0 | 82559 | 3.1% |
| 3 | 69664 | 2.6% |
| n | 69146 | 2.6% |
| r | 69103 | 2.6% |
| Other values (101) | 1765952 |
None
| Value | Count | Frequency (%) |
| ± | 75 | |
| Ä | 22 | 7.5% |
| Ú | 16 | 5.4% |
| Ð | 14 | 4.7% |
| þ | 13 | 4.4% |
| Ó | 13 | 4.4% |
| ³ | 12 | 4.1% |
| º | 8 | 2.7% |
| ß | 7 | 2.4% |
| ° | 6 | 2.0% |
| Other values (60) | 109 |
Punctuation
| Value | Count | Frequency (%) |
| › | 2 | |
| — | 2 | |
| ‹ | 1 | |
| … | 1 |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 1 |
strength
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 0 | |
|---|---|
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 249411 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 83137 | |
| 1 | 83137 | |
| 2 | 83137 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 83137 | |
| 1 | 83137 | |
| 2 | 83137 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83137 | |
| 1 | 83137 | |
| 2 | 83137 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 249411 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 83137 | |
| 1 | 83137 | |
| 2 | 83137 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 249411 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 83137 | |
| 1 | 83137 | |
| 2 | 83137 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 249411 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 83137 | |
| 1 | 83137 | |
| 2 | 83137 |
count_digits
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7738432 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 2056 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.8644252 |
|---|---|
| Coefficient of variation (CV) | 0.67214512 |
| Kurtosis | 5.6221579 |
| Mean | 2.7738432 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.8630977 |
| Sum | 691827 |
| Variance | 3.4760811 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 2 | 77526 | |
| 1 | 57713 | |
| 3 | 52710 | |
| 4 | 29602 | 11.9% |
| 6 | 9368 | 3.8% |
| 5 | 7529 | 3.0% |
| 8 | 5164 | 2.1% |
| 7 | 3503 | 1.4% |
| 0 | 2056 | 0.8% |
| 9 | 1644 | 0.7% |
| Other values (17) | 2596 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 2056 | 0.8% |
| 1 | 57713 | |
| 2 | 77526 | |
| 3 | 52710 | |
| 4 | 29602 | 11.9% |
| 5 | 7529 | 3.0% |
| 6 | 9368 | 3.8% |
| 7 | 3503 | 1.4% |
| 8 | 5164 | 2.1% |
| 9 | 1644 | 0.7% |
| Value | Count | Frequency (%) |
| 39 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 22 | 2 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 2 | < 0.1% |
| 19 | 3 | < 0.1% |
| 18 | 3 | < 0.1% |
| 17 | 11 |
count_lower
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 37 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.839574 |
| Minimum | 0 |
|---|---|
| Maximum | 164 |
| Zeros | 3928 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 164 |
| Range | 164 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.4857083 |
|---|---|
| Coefficient of variation (CV) | 0.42566604 |
| Kurtosis | 85.961734 |
| Mean | 5.839574 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4416264 |
| Sum | 1456454 |
| Variance | 6.178746 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 5 | 57028 | |
| 6 | 53433 | |
| 4 | 32022 | |
| 7 | 29622 | |
| 8 | 20915 | 8.4% |
| 9 | 12596 | 5.1% |
| 3 | 12247 | 4.9% |
| 2 | 8515 | 3.4% |
| 10 | 5813 | 2.3% |
| 1 | 4231 | 1.7% |
| Other values (27) | 12989 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 3928 | 1.6% |
| 1 | 4231 | 1.7% |
| 2 | 8515 | 3.4% |
| 3 | 12247 | 4.9% |
| 4 | 32022 | |
| 5 | 57028 | |
| 6 | 53433 | |
| 7 | 29622 | |
| 8 | 20915 | 8.4% |
| 9 | 12596 | 5.1% |
| Value | Count | Frequency (%) |
| 164 | 1 | < 0.1% |
| 109 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 29 | 2 | |
| 28 | 1 | < 0.1% |
| 27 | 3 |
count_upper
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9948398 |
| Minimum | 0 |
|---|---|
| Maximum | 80 |
| Zeros | 169670 |
| Zeros (%) | 68.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.2993168 |
|---|---|
| Coefficient of variation (CV) | 1.6539256 |
| Kurtosis | 2.5944968 |
| Mean | 1.9948398 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4111669 |
| Sum | 497535 |
| Variance | 10.885491 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 0 | 169670 | |
| 7 | 13131 | 5.3% |
| 8 | 12246 | 4.9% |
| 6 | 11694 | 4.7% |
| 9 | 8639 | 3.5% |
| 5 | 8321 | 3.3% |
| 1 | 8045 | 3.2% |
| 4 | 4801 | 1.9% |
| 10 | 4633 | 1.9% |
| 2 | 2888 | 1.2% |
| Other values (16) | 5343 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 169670 | |
| 1 | 8045 | 3.2% |
| 2 | 2888 | 1.2% |
| 3 | 2679 | 1.1% |
| 4 | 4801 | 1.9% |
| 5 | 8321 | 3.3% |
| 6 | 11694 | 4.7% |
| 7 | 13131 | 5.3% |
| 8 | 12246 | 4.9% |
| 9 | 8639 | 3.5% |
| Value | Count | Frequency (%) |
| 80 | 1 | < 0.1% |
| 77 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 25 | 3 | < 0.1% |
| 22 | 3 | < 0.1% |
| 19 | 5 | |
| 18 | 3 | < 0.1% |
| 17 | 7 | |
| 16 | 8 |
count_symbols
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.092169151 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 235752 |
| Zeros (%) | 94.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.48433715 |
|---|---|
| Coefficient of variation (CV) | 5.2548727 |
| Kurtosis | 132.93487 |
| Mean | 0.092169151 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.9650674 |
| Sum | 22988 |
| Variance | 0.23458248 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 235752 | |
| 1 | 8724 | 3.5% |
| 2 | 2701 | 1.1% |
| 3 | 1308 | 0.5% |
| 4 | 410 | 0.2% |
| 6 | 244 | 0.1% |
| 5 | 137 | 0.1% |
| 7 | 56 | < 0.1% |
| 8 | 35 | < 0.1% |
| 9 | 23 | < 0.1% |
| Other values (9) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 235752 | |
| 1 | 8724 | 3.5% |
| 2 | 2701 | 1.1% |
| 3 | 1308 | 0.5% |
| 4 | 410 | 0.2% |
| 5 | 137 | 0.1% |
| 6 | 244 | 0.1% |
| 7 | 56 | < 0.1% |
| 8 | 35 | < 0.1% |
| 9 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 5 | < 0.1% |
| 10 | 6 | < 0.1% |
| 9 | 23 |
count_repeated_chars
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35880935 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 181103 |
| Zeros (%) | 72.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.69571363 |
|---|---|
| Coefficient of variation (CV) | 1.9389506 |
| Kurtosis | 16.442915 |
| Mean | 0.35880935 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.934695 |
| Sum | 89491 |
| Variance | 0.48401745 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 181103 | |
| 1 | 53539 | 21.5% |
| 2 | 10857 | 4.4% |
| 3 | 2273 | 0.9% |
| 4 | 1063 | 0.4% |
| 5 | 441 | 0.2% |
| 6 | 80 | < 0.1% |
| 8 | 20 | < 0.1% |
| 7 | 15 | < 0.1% |
| 10 | 12 | < 0.1% |
| Other values (5) | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 181103 | |
| 1 | 53539 | 21.5% |
| 2 | 10857 | 4.4% |
| 3 | 2273 | 0.9% |
| 4 | 1063 | 0.4% |
| 5 | 441 | 0.2% |
| 6 | 80 | < 0.1% |
| 7 | 15 | < 0.1% |
| 8 | 20 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 12 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 20 | < 0.1% |
| 7 | 15 | < 0.1% |
| 6 | 80 | < 0.1% |
| 5 | 441 |
count_consecutive_digits
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3779825 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 102248 |
| Zeros (%) | 41.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.82931 |
|---|---|
| Coefficient of variation (CV) | 1.3275278 |
| Kurtosis | 5.4507566 |
| Mean | 1.3779825 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.0946382 |
| Sum | 343684 |
| Variance | 3.3463753 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 0 | 102248 | |
| 1 | 63455 | |
| 2 | 40219 | 16.1% |
| 3 | 20411 | 8.2% |
| 5 | 7467 | 3.0% |
| 7 | 4581 | 1.8% |
| 4 | 4140 | 1.7% |
| 6 | 3134 | 1.3% |
| 8 | 1500 | 0.6% |
| 9 | 1411 | 0.6% |
| Other values (12) | 845 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 102248 | |
| 1 | 63455 | |
| 2 | 40219 | 16.1% |
| 3 | 20411 | 8.2% |
| 4 | 4140 | 1.7% |
| 5 | 7467 | 3.0% |
| 6 | 3134 | 1.3% |
| 7 | 4581 | 1.8% |
| 8 | 1500 | 0.6% |
| 9 | 1411 | 0.6% |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 17 | 4 | < 0.1% |
| 16 | 6 | < 0.1% |
| 15 | 19 | |
| 14 | 15 | < 0.1% |
| 13 | 33 | |
| 12 | 45 |
count_consecutive_upper
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83086151 |
| Minimum | 0 |
|---|---|
| Maximum | 36 |
| Zeros | 184662 |
| Zeros (%) | 74.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.6642645 |
|---|---|
| Coefficient of variation (CV) | 2.0030588 |
| Kurtosis | 5.9224246 |
| Mean | 0.83086151 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.2269439 |
| Sum | 207226 |
| Variance | 2.7697762 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 0 | 184662 | |
| 2 | 14755 | 5.9% |
| 3 | 14292 | 5.7% |
| 1 | 11087 | 4.4% |
| 4 | 11007 | 4.4% |
| 5 | 6979 | 2.8% |
| 6 | 3716 | 1.5% |
| 7 | 1688 | 0.7% |
| 8 | 746 | 0.3% |
| 9 | 299 | 0.1% |
| Other values (12) | 180 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 184662 | |
| 1 | 11087 | 4.4% |
| 2 | 14755 | 5.9% |
| 3 | 14292 | 5.7% |
| 4 | 11007 | 4.4% |
| 5 | 6979 | 2.8% |
| 6 | 3716 | 1.5% |
| 7 | 1688 | 0.7% |
| 8 | 746 | 0.3% |
| 9 | 299 | 0.1% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 22 | 2 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 4 | < 0.1% |
| 15 | 2 | < 0.1% |
| 14 | 5 | < 0.1% |
| 13 | 13 | |
| 12 | 22 |
count_consecutive_lower
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9183236 |
| Minimum | 0 |
|---|---|
| Maximum | 149 |
| Zeros | 19809 |
| Zeros (%) | 7.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 149 |
| Range | 149 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.5781566 |
|---|---|
| Coefficient of variation (CV) | 0.65797439 |
| Kurtosis | 43.876136 |
| Mean | 3.9183236 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.7668643 |
| Sum | 977273 |
| Variance | 6.6468913 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 4 | 48095 | |
| 3 | 39119 | |
| 5 | 37833 | |
| 2 | 27829 | |
| 1 | 24371 | |
| 0 | 19809 | |
| 6 | 19457 | |
| 7 | 13356 | 5.4% |
| 8 | 8405 | 3.4% |
| 9 | 4030 | 1.6% |
| Other values (23) | 7107 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 19809 | |
| 1 | 24371 | |
| 2 | 27829 | |
| 3 | 39119 | |
| 4 | 48095 | |
| 5 | 37833 | |
| 6 | 19457 | |
| 7 | 13356 | 5.4% |
| 8 | 8405 | 3.4% |
| 9 | 4030 | 1.6% |
| Value | Count | Frequency (%) |
| 149 | 1 | < 0.1% |
| 58 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 26 | 2 | < 0.1% |
| 25 | 4 | |
| 24 | 2 | < 0.1% |
| 23 | 5 |
count_consecutive_symbols
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.017509252 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 247199 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2289407 |
|---|---|
| Coefficient of variation (CV) | 13.075413 |
| Kurtosis | 497.90729 |
| Mean | 0.017509252 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.200335 |
| Sum | 4367 |
| Variance | 0.052413845 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 247199 | |
| 1 | 1130 | 0.5% |
| 2 | 603 | 0.2% |
| 3 | 194 | 0.1% |
| 5 | 149 | 0.1% |
| 4 | 87 | < 0.1% |
| 6 | 22 | < 0.1% |
| 7 | 14 | < 0.1% |
| 8 | 5 | < 0.1% |
| 11 | 3 | < 0.1% |
| Other values (3) | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 247199 | |
| 1 | 1130 | 0.5% |
| 2 | 603 | 0.2% |
| 3 | 194 | 0.1% |
| 4 | 87 | < 0.1% |
| 5 | 149 | 0.1% |
| 6 | 22 | < 0.1% |
| 7 | 14 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 5 | < 0.1% |
| 7 | 14 | < 0.1% |
| 6 | 22 | < 0.1% |
| 5 | 149 | |
| 4 | 87 | |
| 3 | 194 |
count_initial_digits
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4229645 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 213966 |
| Zeros (%) | 85.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4035225 |
|---|---|
| Coefficient of variation (CV) | 3.3182986 |
| Kurtosis | 22.522094 |
| Mean | 0.4229645 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.4708088 |
| Sum | 105492 |
| Variance | 1.9698754 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 213966 | |
| 1 | 14216 | 5.7% |
| 3 | 6504 | 2.6% |
| 2 | 5545 | 2.2% |
| 4 | 2156 | 0.9% |
| 6 | 2099 | 0.8% |
| 8 | 1859 | 0.7% |
| 7 | 929 | 0.4% |
| 5 | 658 | 0.3% |
| 9 | 574 | 0.2% |
| Other values (9) | 905 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 213966 | |
| 1 | 14216 | 5.7% |
| 2 | 5545 | 2.2% |
| 3 | 6504 | 2.6% |
| 4 | 2156 | 0.9% |
| 5 | 658 | 0.3% |
| 6 | 2099 | 0.8% |
| 7 | 929 | 0.4% |
| 8 | 1859 | 0.7% |
| 9 | 574 | 0.2% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 16 | 8 | < 0.1% |
| 15 | 7 | < 0.1% |
| 14 | 10 | < 0.1% |
| 13 | 12 | < 0.1% |
| 12 | 86 | < 0.1% |
| 11 | 220 | 0.1% |
| 10 | 559 | |
| 9 | 574 |
count_initial_upper
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26016896 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 214444 |
| Zeros (%) | 86.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.85393942 |
|---|---|
| Coefficient of variation (CV) | 3.2822494 |
| Kurtosis | 38.127547 |
| Mean | 0.26016896 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.254797 |
| Sum | 64889 |
| Variance | 0.72921253 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0 | 214444 | |
| 1 | 21332 | 8.6% |
| 2 | 6595 | 2.6% |
| 3 | 3059 | 1.2% |
| 4 | 1596 | 0.6% |
| 5 | 1052 | 0.4% |
| 6 | 643 | 0.3% |
| 8 | 268 | 0.1% |
| 7 | 239 | 0.1% |
| 9 | 83 | < 0.1% |
| Other values (8) | 100 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 214444 | |
| 1 | 21332 | 8.6% |
| 2 | 6595 | 2.6% |
| 3 | 3059 | 1.2% |
| 4 | 1596 | 0.6% |
| 5 | 1052 | 0.4% |
| 6 | 643 | 0.3% |
| 7 | 239 | 0.1% |
| 8 | 268 | 0.1% |
| 9 | 83 | < 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 17 | 3 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 4 | < 0.1% |
| 13 | 8 | < 0.1% |
| 12 | 12 | < 0.1% |
| 11 | 25 | < 0.1% |
| 10 | 46 | < 0.1% |
| 9 | 83 | < 0.1% |
| 8 | 268 |
count_initial_lower
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4128166 |
| Minimum | 0 |
|---|---|
| Maximum | 43 |
| Zeros | 70544 |
| Zeros (%) | 28.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 43 |
| Range | 43 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.9981878 |
|---|---|
| Coefficient of variation (CV) | 0.87850834 |
| Kurtosis | -0.39960918 |
| Mean | 3.4128166 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.45637433 |
| Sum | 851194 |
| Variance | 8.9891303 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 0 | 70544 | |
| 5 | 33339 | |
| 6 | 31152 | |
| 1 | 24765 | 9.9% |
| 4 | 23026 | 9.2% |
| 2 | 15407 | 6.2% |
| 7 | 15405 | 6.2% |
| 3 | 13219 | 5.3% |
| 8 | 11060 | 4.4% |
| 9 | 6444 | 2.6% |
| Other values (17) | 5050 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 70544 | |
| 1 | 24765 | 9.9% |
| 2 | 15407 | 6.2% |
| 3 | 13219 | 5.3% |
| 4 | 23026 | 9.2% |
| 5 | 33339 | |
| 6 | 31152 | |
| 7 | 15405 | 6.2% |
| 8 | 11060 | 4.4% |
| 9 | 6444 | 2.6% |
| Value | Count | Frequency (%) |
| 43 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| 22 | 3 | < 0.1% |
| 21 | 3 | < 0.1% |
| 20 | 10 | |
| 19 | 16 | |
| 18 | 22 | |
| 17 | 21 |
count_initial_symbols
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0013070795 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 249279 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.073067745 |
|---|---|
| Coefficient of variation (CV) | 55.901532 |
| Kurtosis | 5930.1905 |
| Mean | 0.0013070795 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 73.044119 |
| Sum | 326 |
| Variance | 0.0053388954 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 249279 | |
| 1 | 67 | < 0.1% |
| 2 | 22 | < 0.1% |
| 6 | 17 | < 0.1% |
| 3 | 13 | < 0.1% |
| 7 | 7 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 249279 | |
| 1 | 67 | < 0.1% |
| 2 | 22 | < 0.1% |
| 3 | 13 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 17 | < 0.1% |
| 7 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 7 | < 0.1% |
| 6 | 17 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 5 | < 0.1% |
| 3 | 13 | < 0.1% |
| 2 | 22 | < 0.1% |
| 1 | 67 | < 0.1% |
| 0 | 249279 |
count_final_digits
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5384406 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 95506 |
| Zeros (%) | 38.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.7914393 |
|---|---|
| Coefficient of variation (CV) | 1.1644514 |
| Kurtosis | 4.1795606 |
| Mean | 1.5384406 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.7070307 |
| Sum | 383704 |
| Variance | 3.2092546 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0 | 95506 | |
| 2 | 47786 | |
| 1 | 47568 | |
| 3 | 29692 | 11.9% |
| 4 | 16242 | 6.5% |
| 6 | 4774 | 1.9% |
| 8 | 2349 | 0.9% |
| 5 | 2126 | 0.9% |
| 7 | 1679 | 0.7% |
| 9 | 725 | 0.3% |
| Other values (10) | 964 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 95506 | |
| 1 | 47568 | |
| 2 | 47786 | |
| 3 | 29692 | 11.9% |
| 4 | 16242 | 6.5% |
| 5 | 2126 | 0.9% |
| 6 | 4774 | 1.9% |
| 7 | 1679 | 0.7% |
| 8 | 2349 | 0.9% |
| 9 | 725 | 0.3% |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 8 | < 0.1% |
| 15 | 4 | < 0.1% |
| 14 | 14 | < 0.1% |
| 13 | 10 | < 0.1% |
| 12 | 67 | < 0.1% |
| 11 | 221 | 0.1% |
| 10 | 637 |
count_final_upper
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19529211 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 221474 |
| Zeros (%) | 88.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.68150344 |
|---|---|
| Coefficient of variation (CV) | 3.489662 |
| Kurtosis | 35.983037 |
| Mean | 0.19529211 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.1492963 |
| Sum | 48708 |
| Variance | 0.46444694 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 221474 | |
| 1 | 16443 | 6.6% |
| 2 | 6498 | 2.6% |
| 3 | 2835 | 1.1% |
| 4 | 1153 | 0.5% |
| 5 | 448 | 0.2% |
| 7 | 412 | 0.2% |
| 6 | 101 | < 0.1% |
| 8 | 27 | < 0.1% |
| 9 | 11 | < 0.1% |
| Other values (4) | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 221474 | |
| 1 | 16443 | 6.6% |
| 2 | 6498 | 2.6% |
| 3 | 2835 | 1.1% |
| 4 | 1153 | 0.5% |
| 5 | 448 | 0.2% |
| 6 | 101 | < 0.1% |
| 7 | 412 | 0.2% |
| 8 | 27 | < 0.1% |
| 9 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| 10 | 3 | < 0.1% |
| 9 | 11 | < 0.1% |
| 8 | 27 | < 0.1% |
| 7 | 412 | 0.2% |
| 6 | 101 | < 0.1% |
| 5 | 448 | 0.2% |
| 4 | 1153 |
count_final_lower
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.64947416 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 185723 |
| Zeros (%) | 74.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4385677 |
|---|---|
| Coefficient of variation (CV) | 2.214973 |
| Kurtosis | 10.843755 |
| Mean | 0.64947416 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9601456 |
| Sum | 161986 |
| Variance | 2.0694771 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0 | 185723 | |
| 1 | 23434 | 9.4% |
| 2 | 15869 | 6.4% |
| 3 | 9662 | 3.9% |
| 4 | 5697 | 2.3% |
| 5 | 4167 | 1.7% |
| 6 | 2490 | 1.0% |
| 7 | 1105 | 0.4% |
| 8 | 606 | 0.2% |
| 9 | 310 | 0.1% |
| Other values (10) | 348 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 185723 | |
| 1 | 23434 | 9.4% |
| 2 | 15869 | 6.4% |
| 3 | 9662 | 3.9% |
| 4 | 5697 | 2.3% |
| 5 | 4167 | 1.7% |
| 6 | 2490 | 1.0% |
| 7 | 1105 | 0.4% |
| 8 | 606 | 0.2% |
| 9 | 310 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 2 | < 0.1% |
| 18 | 3 | < 0.1% |
| 17 | 2 | < 0.1% |
| 16 | 4 | < 0.1% |
| 15 | 7 | < 0.1% |
| 14 | 13 | < 0.1% |
| 13 | 22 | < 0.1% |
| 12 | 42 | < 0.1% |
| 11 | 95 | |
| 10 | 158 |
length
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.700426 |
| Minimum | 1 |
|---|---|
| Maximum | 220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 7 |
| median | 9 |
| Q3 | 16 |
| 95-th percentile | 16 |
| Maximum | 220 |
| Range | 219 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 4.1602593 |
|---|---|
| Coefficient of variation (CV) | 0.38879379 |
| Kurtosis | 57.569966 |
| Mean | 10.700426 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.8873308 |
| Sum | 2668804 |
| Variance | 17.307757 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 16 | 55638 | |
| 7 | 46007 | |
| 6 | 36915 | |
| 9 | 24166 | |
| 10 | 23032 | |
| 8 | 18790 | 7.5% |
| 14 | 10849 | 4.3% |
| 15 | 9840 | 3.9% |
| 11 | 7591 | 3.0% |
| 12 | 6166 | 2.5% |
| Other values (39) | 10417 | 4.2% |
| Value | Count | Frequency (%) |
| 1 | 3 | < 0.1% |
| 2 | 9 | < 0.1% |
| 3 | 22 | < 0.1% |
| 4 | 30 | < 0.1% |
| 5 | 151 | 0.1% |
| 6 | 36915 | |
| 7 | 46007 | |
| 8 | 18790 | |
| 9 | 24166 | |
| 10 | 23032 |
| Value | Count | Frequency (%) |
| 220 | 1 | < 0.1% |
| 192 | 1 | < 0.1% |
| 185 | 1 | < 0.1% |
| 147 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 64 | 1 | < 0.1% |
| 50 | 2 | |
| 48 | 1 | < 0.1% |
| 45 | 3 |
unique_chars
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.2298976 |
| Minimum | 1 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| median | 8 |
| Q3 | 13 |
| 95-th percentile | 15 |
| Maximum | 60 |
| Range | 59 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.6222026 |
|---|---|
| Coefficient of variation (CV) | 0.39244234 |
| Kurtosis | -0.4786848 |
| Mean | 9.2298976 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.4981591 |
| Sum | 2302038 |
| Variance | 13.120352 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 6 | 40744 | |
| 7 | 38095 | |
| 8 | 23697 | |
| 14 | 22149 | |
| 5 | 20292 | |
| 9 | 19047 | |
| 15 | 18219 | |
| 13 | 16918 | |
| 10 | 11994 | 4.8% |
| 12 | 11289 | 4.5% |
| Other values (29) | 26967 |
| Value | Count | Frequency (%) |
| 1 | 17 | < 0.1% |
| 2 | 999 | 0.4% |
| 3 | 1753 | 0.7% |
| 4 | 7214 | 2.9% |
| 5 | 20292 | |
| 6 | 40744 | |
| 7 | 38095 | |
| 8 | 23697 | |
| 9 | 19047 | |
| 10 | 11994 | 4.8% |
| Value | Count | Frequency (%) |
| 60 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 33 | 2 | |
| 31 | 3 | |
| 30 | 2 |
num_special_chars
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.092137075 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 235756 |
| Zeros (%) | 94.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.48416938 |
|---|---|
| Coefficient of variation (CV) | 5.2548812 |
| Kurtosis | 132.9164 |
| Mean | 0.092137075 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.9628396 |
| Sum | 22980 |
| Variance | 0.23441999 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 235756 | |
| 1 | 8721 | 3.5% |
| 2 | 2700 | 1.1% |
| 3 | 1309 | 0.5% |
| 4 | 409 | 0.2% |
| 6 | 245 | 0.1% |
| 5 | 137 | 0.1% |
| 7 | 56 | < 0.1% |
| 8 | 34 | < 0.1% |
| 9 | 23 | < 0.1% |
| Other values (9) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 235756 | |
| 1 | 8721 | 3.5% |
| 2 | 2700 | 1.1% |
| 3 | 1309 | 0.5% |
| 4 | 409 | 0.2% |
| 5 | 137 | 0.1% |
| 6 | 245 | 0.1% |
| 7 | 56 | < 0.1% |
| 8 | 34 | < 0.1% |
| 9 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 5 | < 0.1% |
| 10 | 6 | < 0.1% |
| 9 | 23 |
digits_first_half
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.74994687 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 155680 |
| Zeros (%) | 62.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2549843 |
|---|---|
| Coefficient of variation (CV) | 1.673431 |
| Kurtosis | 7.0973156 |
| Mean | 0.74994687 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.244272 |
| Sum | 187045 |
| Variance | 1.5749857 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0 | 155680 | |
| 1 | 45053 | 18.1% |
| 2 | 23136 | 9.3% |
| 3 | 15181 | 6.1% |
| 4 | 5687 | 2.3% |
| 5 | 2409 | 1.0% |
| 6 | 1198 | 0.5% |
| 7 | 596 | 0.2% |
| 8 | 340 | 0.1% |
| 9 | 68 | < 0.1% |
| Other values (6) | 63 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 155680 | |
| 1 | 45053 | 18.1% |
| 2 | 23136 | 9.3% |
| 3 | 15181 | 6.1% |
| 4 | 5687 | 2.3% |
| 5 | 2409 | 1.0% |
| 6 | 1198 | 0.5% |
| 7 | 596 | 0.2% |
| 8 | 340 | 0.1% |
| 9 | 68 | < 0.1% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| 14 | 2 | < 0.1% |
| 12 | 3 | < 0.1% |
| 11 | 13 | < 0.1% |
| 10 | 42 | < 0.1% |
| 9 | 68 | < 0.1% |
| 8 | 340 | 0.1% |
| 7 | 596 | |
| 6 | 1198 |
upper_first_half
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0251593 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 173609 |
| Zeros (%) | 69.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.7710468 |
|---|---|
| Coefficient of variation (CV) | 1.7275821 |
| Kurtosis | 3.4548627 |
| Mean | 1.0251593 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6306069 |
| Sum | 255686 |
| Variance | 3.1366069 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 173609 | |
| 3 | 17770 | 7.1% |
| 4 | 17249 | 6.9% |
| 2 | 12358 | 5.0% |
| 5 | 11602 | 4.7% |
| 1 | 10448 | 4.2% |
| 6 | 4836 | 1.9% |
| 7 | 1293 | 0.5% |
| 8 | 192 | 0.1% |
| 9 | 27 | < 0.1% |
| Other values (7) | 27 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 173609 | |
| 1 | 10448 | 4.2% |
| 2 | 12358 | 5.0% |
| 3 | 17770 | 7.1% |
| 4 | 17249 | 6.9% |
| 5 | 11602 | 4.7% |
| 6 | 4836 | 1.9% |
| 7 | 1293 | 0.5% |
| 8 | 192 | 0.1% |
| 9 | 27 | < 0.1% |
| Value | Count | Frequency (%) |
| 42 | 2 | < 0.1% |
| 17 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 6 | < 0.1% |
| 10 | 14 | < 0.1% |
| 9 | 27 | < 0.1% |
| 8 | 192 | 0.1% |
| 7 | 1293 |
lower_first_half
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3575263 |
| Minimum | 0 |
|---|---|
| Maximum | 84 |
| Zeros | 13406 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.641946 |
|---|---|
| Coefficient of variation (CV) | 0.48903443 |
| Kurtosis | 28.275729 |
| Mean | 3.3575263 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.0844156 |
| Sum | 837404 |
| Variance | 2.6959866 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 3 | 88260 | |
| 4 | 48504 | |
| 2 | 33124 | 13.3% |
| 5 | 32656 | 13.1% |
| 0 | 13406 | 5.4% |
| 1 | 13282 | 5.3% |
| 6 | 12207 | 4.9% |
| 7 | 4416 | 1.8% |
| 8 | 1918 | 0.8% |
| 9 | 848 | 0.3% |
| Other values (13) | 790 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 13406 | 5.4% |
| 1 | 13282 | 5.3% |
| 2 | 33124 | 13.3% |
| 3 | 88260 | |
| 4 | 48504 | |
| 5 | 32656 | 13.1% |
| 6 | 12207 | 4.9% |
| 7 | 4416 | 1.8% |
| 8 | 1918 | 0.8% |
| 9 | 848 | 0.3% |
| Value | Count | Frequency (%) |
| 84 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 31 | 2 | < 0.1% |
| 29 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 16 | 2 | < 0.1% |
| 15 | 5 | < 0.1% |
| 14 | 10 | < 0.1% |
| 13 | 47 |
digits_second_half
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0238963 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 24776 |
| Zeros (%) | 9.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4240844 |
|---|---|
| Coefficient of variation (CV) | 0.70363507 |
| Kurtosis | 2.6820239 |
| Mean | 2.0238963 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.1978836 |
| Sum | 504782 |
| Variance | 2.0280164 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 1 | 76357 | |
| 2 | 72875 | |
| 3 | 42845 | |
| 0 | 24776 | 9.9% |
| 4 | 19840 | 8.0% |
| 5 | 6239 | 2.5% |
| 6 | 3751 | 1.5% |
| 7 | 1372 | 0.6% |
| 8 | 983 | 0.4% |
| 9 | 216 | 0.1% |
| Other values (6) | 157 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 24776 | 9.9% |
| 1 | 76357 | |
| 2 | 72875 | |
| 3 | 42845 | |
| 4 | 19840 | 8.0% |
| 5 | 6239 | 2.5% |
| 6 | 3751 | 1.5% |
| 7 | 1372 | 0.6% |
| 8 | 983 | 0.4% |
| 9 | 216 | 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 14 | 7 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 13 | < 0.1% |
| 11 | 29 | < 0.1% |
| 10 | 104 | < 0.1% |
| 9 | 216 | 0.1% |
| 8 | 983 | 0.4% |
| 7 | 1372 | 0.6% |
| 6 | 3751 |
upper_second_half
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.96968057 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 178132 |
| Zeros (%) | 71.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.7038892 |
|---|---|
| Coefficient of variation (CV) | 1.7571655 |
| Kurtosis | 2.6106905 |
| Mean | 0.96968057 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5892447 |
| Sum | 241849 |
| Variance | 2.9032385 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 178132 | |
| 3 | 18765 | 7.5% |
| 4 | 18685 | 7.5% |
| 2 | 11558 | 4.6% |
| 5 | 10951 | 4.4% |
| 1 | 7173 | 2.9% |
| 6 | 3501 | 1.4% |
| 7 | 558 | 0.2% |
| 8 | 46 | < 0.1% |
| 9 | 21 | < 0.1% |
| Other values (9) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 178132 | |
| 1 | 7173 | 2.9% |
| 2 | 11558 | 4.6% |
| 3 | 18765 | 7.5% |
| 4 | 18685 | 7.5% |
| 5 | 10951 | 4.4% |
| 6 | 3501 | 1.4% |
| 7 | 558 | 0.2% |
| 8 | 46 | < 0.1% |
| 9 | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 38 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 11 | 4 | < 0.1% |
| 10 | 9 | |
| 9 | 21 |
lower_second_half
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4820477 |
| Minimum | 0 |
|---|---|
| Maximum | 80 |
| Zeros | 23736 |
| Zeros (%) | 9.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.5391557 |
|---|---|
| Coefficient of variation (CV) | 0.62011528 |
| Kurtosis | 39.139115 |
| Mean | 2.4820477 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.6162096 |
| Sum | 619050 |
| Variance | 2.3690003 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 2 | 70753 | |
| 3 | 66318 | |
| 1 | 37144 | |
| 4 | 31186 | |
| 0 | 23736 | 9.5% |
| 5 | 12018 | 4.8% |
| 6 | 4494 | 1.8% |
| 7 | 1923 | 0.8% |
| 8 | 1119 | 0.4% |
| 9 | 391 | 0.2% |
| Other values (12) | 329 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 23736 | 9.5% |
| 1 | 37144 | |
| 2 | 70753 | |
| 3 | 66318 | |
| 4 | 31186 | |
| 5 | 12018 | 4.8% |
| 6 | 4494 | 1.8% |
| 7 | 1923 | 0.8% |
| 8 | 1119 | 0.4% |
| 9 | 391 | 0.2% |
| Value | Count | Frequency (%) |
| 80 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 14 | 8 | < 0.1% |
| 13 | 20 | |
| 12 | 28 |
special_chars_beginning
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0014233534 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 249275 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.078233133 |
|---|---|
| Coefficient of variation (CV) | 54.963954 |
| Kurtosis | 5487.0301 |
| Mean | 0.0014233534 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 70.594329 |
| Sum | 355 |
| Variance | 0.006120423 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 249275 | |
| 1 | 66 | < 0.1% |
| 2 | 23 | < 0.1% |
| 6 | 16 | < 0.1% |
| 3 | 12 | < 0.1% |
| 7 | 11 | < 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 249275 | |
| 1 | 66 | < 0.1% |
| 2 | 23 | < 0.1% |
| 3 | 12 | < 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 16 | < 0.1% |
| 7 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 11 | < 0.1% |
| 6 | 16 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 6 | < 0.1% |
| 3 | 12 | < 0.1% |
| 2 | 23 | < 0.1% |
| 1 | 66 | < 0.1% |
| 0 | 249275 |
count_spaces
Real number (ℝ)
SKEWED ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0022893938 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 249031 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.07055863 |
|---|---|
| Coefficient of variation (CV) | 30.819787 |
| Kurtosis | 3109.6037 |
| Mean | 0.0022893938 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 47.305112 |
| Sum | 571 |
| Variance | 0.0049785203 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 249031 | |
| 1 | 268 | 0.1% |
| 2 | 68 | < 0.1% |
| 3 | 27 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 6 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 249031 | |
| 1 | 268 | 0.1% |
| 2 | 68 | < 0.1% |
| 3 | 27 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 6 | < 0.1% |
| 4 | 7 | < 0.1% |
| 3 | 27 | < 0.1% |
| 2 | 68 | < 0.1% |
| 1 | 268 | 0.1% |
| 0 | 249031 |
count_non_alphanumeric
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.092137075 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 235756 |
| Zeros (%) | 94.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.48416938 |
|---|---|
| Coefficient of variation (CV) | 5.2548812 |
| Kurtosis | 132.9164 |
| Mean | 0.092137075 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.9628396 |
| Sum | 22980 |
| Variance | 0.23441999 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 235756 | |
| 1 | 8721 | 3.5% |
| 2 | 2700 | 1.1% |
| 3 | 1309 | 0.5% |
| 4 | 409 | 0.2% |
| 6 | 245 | 0.1% |
| 5 | 137 | 0.1% |
| 7 | 56 | < 0.1% |
| 8 | 34 | < 0.1% |
| 9 | 23 | < 0.1% |
| Other values (9) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 235756 | |
| 1 | 8721 | 3.5% |
| 2 | 2700 | 1.1% |
| 3 | 1309 | 0.5% |
| 4 | 409 | 0.2% |
| 5 | 137 | 0.1% |
| 6 | 245 | 0.1% |
| 7 | 56 | < 0.1% |
| 8 | 34 | < 0.1% |
| 9 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 5 | < 0.1% |
| 10 | 6 | < 0.1% |
| 9 | 23 |
most_common_char_freq
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8943792 |
| Minimum | 1 |
|---|---|
| Maximum | 34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 34 |
| Range | 33 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.73438636 |
|---|---|
| Coefficient of variation (CV) | 0.38766598 |
| Kurtosis | 18.829678 |
| Mean | 1.8943792 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4803987 |
| Sum | 472479 |
| Variance | 0.53932332 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 2 | 145197 | |
| 1 | 69596 | |
| 3 | 28203 | 11.3% |
| 4 | 4939 | 2.0% |
| 5 | 882 | 0.4% |
| 6 | 527 | 0.2% |
| 7 | 36 | < 0.1% |
| 8 | 15 | < 0.1% |
| 10 | 8 | < 0.1% |
| 9 | 6 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 69596 | |
| 2 | 145197 | |
| 3 | 28203 | 11.3% |
| 4 | 4939 | 2.0% |
| 5 | 882 | 0.4% |
| 6 | 527 | 0.2% |
| 7 | 36 | < 0.1% |
| 8 | 15 | < 0.1% |
| 9 | 6 | < 0.1% |
| 10 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 34 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 10 | 8 | < 0.1% |
| 9 | 6 | < 0.1% |
| 8 | 15 | < 0.1% |
| 7 | 36 | < 0.1% |
| 6 | 527 | 0.2% |
| 5 | 882 | 0.4% |
| 4 | 4939 | 2.0% |
| 3 | 28203 |
| count_digits | count_lower | count_upper | count_symbols | count_repeated_chars | count_consecutive_digits | count_consecutive_upper | count_consecutive_lower | count_consecutive_symbols | count_initial_digits | count_initial_upper | count_initial_lower | count_initial_symbols | count_final_digits | count_final_upper | count_final_lower | length | unique_chars | num_special_chars | digits_first_half | upper_first_half | lower_first_half | digits_second_half | upper_second_half | lower_second_half | special_chars_beginning | count_spaces | count_non_alphanumeric | most_common_char_freq | strength | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count_digits | 1.000 | -0.266 | 0.081 | 0.072 | 0.243 | 0.793 | 0.035 | -0.279 | 0.051 | 0.282 | 0.051 | -0.281 | -0.005 | 0.334 | -0.015 | -0.052 | 0.310 | 0.236 | 0.072 | 0.472 | 0.082 | -0.039 | 0.718 | 0.043 | -0.384 | -0.006 | -0.002 | 0.072 | 0.250 | 0.220 |
| count_lower | -0.266 | 1.000 | 0.047 | 0.184 | -0.115 | -0.230 | -0.057 | 0.775 | 0.027 | -0.173 | -0.007 | 0.367 | -0.012 | -0.092 | -0.017 | 0.046 | 0.438 | 0.423 | 0.184 | -0.265 | 0.038 | 0.730 | -0.176 | 0.028 | 0.709 | -0.013 | 0.013 | 0.184 | 0.084 | 0.060 |
| count_upper | 0.081 | 0.047 | 1.000 | -0.017 | -0.105 | -0.256 | 0.920 | -0.432 | -0.004 | 0.104 | 0.589 | -0.617 | -0.001 | -0.427 | 0.560 | 0.096 | 0.751 | 0.753 | -0.017 | 0.306 | 0.972 | -0.100 | -0.155 | 0.950 | 0.149 | -0.001 | 0.001 | -0.017 | 0.205 | 0.259 |
| count_symbols | 0.072 | 0.184 | -0.017 | 1.000 | 0.095 | 0.108 | -0.091 | 0.185 | 0.409 | 0.015 | 0.033 | 0.032 | 0.099 | -0.082 | -0.002 | 0.010 | 0.210 | 0.156 | 1.000 | 0.029 | -0.048 | 0.175 | 0.038 | -0.059 | 0.111 | 0.100 | 0.164 | 1.000 | 0.199 | 0.079 |
| count_repeated_chars | 0.243 | -0.115 | -0.105 | 0.095 | 1.000 | 0.312 | -0.118 | -0.026 | 0.088 | 0.063 | -0.023 | -0.029 | 0.011 | 0.164 | -0.077 | -0.022 | -0.037 | -0.208 | 0.095 | 0.076 | -0.105 | -0.017 | 0.212 | -0.132 | -0.156 | 0.011 | 0.008 | 0.095 | 0.441 | 0.023 |
| count_consecutive_digits | 0.793 | -0.230 | -0.256 | 0.108 | 0.312 | 1.000 | -0.277 | -0.006 | 0.060 | 0.167 | -0.100 | 0.023 | -0.001 | 0.572 | -0.199 | -0.152 | 0.009 | -0.057 | 0.108 | 0.146 | -0.254 | 0.063 | 0.712 | -0.298 | -0.424 | -0.001 | 0.004 | 0.108 | 0.172 | 0.231 |
| count_consecutive_upper | 0.035 | -0.057 | 0.920 | -0.091 | -0.118 | -0.277 | 1.000 | -0.488 | -0.024 | 0.098 | 0.495 | -0.546 | -0.008 | -0.409 | 0.518 | 0.096 | 0.648 | 0.666 | -0.091 | 0.276 | 0.906 | -0.184 | -0.184 | 0.922 | 0.066 | -0.008 | -0.014 | -0.091 | 0.136 | 0.303 |
| count_consecutive_lower | -0.279 | 0.775 | -0.432 | 0.185 | -0.026 | -0.006 | -0.488 | 1.000 | 0.028 | -0.221 | -0.216 | 0.676 | -0.013 | 0.250 | -0.256 | -0.159 | -0.010 | -0.020 | 0.185 | -0.501 | -0.440 | 0.702 | -0.022 | -0.458 | 0.446 | -0.013 | 0.011 | 0.185 | -0.031 | 0.058 |
| count_consecutive_symbols | 0.051 | 0.027 | -0.004 | 0.409 | 0.088 | 0.060 | -0.024 | 0.028 | 1.000 | 0.017 | 0.022 | -0.013 | 0.142 | -0.059 | -0.021 | -0.024 | 0.085 | 0.063 | 0.409 | 0.034 | -0.005 | 0.041 | 0.025 | -0.025 | -0.026 | 0.143 | 0.090 | 0.409 | 0.072 | 0.049 |
| count_initial_digits | 0.282 | -0.173 | 0.104 | 0.015 | 0.063 | 0.167 | 0.098 | -0.221 | 0.017 | 1.000 | -0.163 | -0.511 | -0.009 | -0.350 | 0.102 | 0.365 | 0.095 | 0.069 | 0.015 | 0.613 | 0.073 | -0.407 | -0.211 | 0.131 | 0.158 | -0.009 | 0.003 | 0.015 | 0.096 | 0.139 |
| count_initial_upper | 0.051 | -0.007 | 0.589 | 0.033 | -0.023 | -0.100 | 0.495 | -0.216 | 0.022 | -0.163 | 1.000 | -0.508 | -0.009 | -0.130 | 0.216 | 0.015 | 0.418 | 0.408 | 0.033 | 0.061 | 0.629 | -0.087 | 0.023 | 0.454 | 0.064 | -0.008 | 0.020 | 0.033 | 0.141 | 0.196 |
| count_initial_lower | -0.281 | 0.367 | -0.617 | 0.032 | -0.029 | 0.023 | -0.546 | 0.676 | -0.013 | -0.511 | -0.508 | 1.000 | -0.029 | 0.457 | -0.289 | -0.417 | -0.312 | -0.303 | 0.032 | -0.667 | -0.630 | 0.559 | 0.168 | -0.548 | -0.014 | -0.029 | -0.020 | 0.032 | -0.154 | 0.378 |
| count_initial_symbols | -0.005 | -0.012 | -0.001 | 0.099 | 0.011 | -0.001 | -0.008 | -0.013 | 0.142 | -0.009 | -0.009 | -0.029 | 1.000 | -0.015 | -0.001 | -0.007 | 0.001 | -0.004 | 0.099 | 0.003 | -0.004 | -0.015 | -0.008 | -0.003 | -0.011 | 0.985 | 0.017 | 0.099 | 0.012 | 0.011 |
| count_final_digits | 0.334 | -0.092 | -0.427 | -0.082 | 0.164 | 0.572 | -0.409 | 0.250 | -0.059 | -0.350 | -0.130 | 0.457 | -0.015 | 1.000 | -0.393 | -0.641 | -0.245 | -0.261 | -0.082 | -0.432 | -0.384 | 0.334 | 0.704 | -0.474 | -0.491 | -0.015 | -0.013 | -0.082 | -0.018 | 0.305 |
| count_final_upper | -0.015 | -0.017 | 0.560 | -0.002 | -0.077 | -0.199 | 0.518 | -0.256 | -0.021 | 0.102 | 0.216 | -0.289 | -0.001 | -0.393 | 1.000 | -0.205 | 0.412 | 0.409 | -0.002 | 0.222 | 0.476 | -0.045 | -0.200 | 0.609 | 0.018 | -0.001 | -0.010 | -0.002 | 0.110 | 0.206 |
| count_final_lower | -0.052 | 0.046 | 0.096 | 0.010 | -0.022 | -0.152 | 0.096 | -0.159 | -0.024 | 0.365 | 0.015 | -0.417 | -0.007 | -0.641 | -0.205 | 1.000 | 0.079 | 0.076 | 0.010 | 0.440 | 0.108 | -0.312 | -0.402 | 0.097 | 0.394 | -0.008 | 0.008 | 0.010 | 0.027 | 0.093 |
| length | 0.310 | 0.438 | 0.751 | 0.210 | -0.037 | 0.009 | 0.648 | -0.010 | 0.085 | 0.095 | 0.418 | -0.312 | 0.001 | -0.245 | 0.412 | 0.079 | 1.000 | 0.926 | 0.210 | 0.295 | 0.723 | 0.306 | 0.094 | 0.707 | 0.334 | 0.000 | 0.015 | 0.210 | 0.341 | 0.061 |
| unique_chars | 0.236 | 0.423 | 0.753 | 0.156 | -0.208 | -0.057 | 0.666 | -0.020 | 0.063 | 0.069 | 0.408 | -0.303 | -0.004 | -0.261 | 0.409 | 0.076 | 0.926 | 1.000 | 0.156 | 0.242 | 0.731 | 0.287 | 0.034 | 0.718 | 0.331 | -0.004 | 0.010 | 0.156 | 0.051 | 0.741 |
| num_special_chars | 0.072 | 0.184 | -0.017 | 1.000 | 0.095 | 0.108 | -0.091 | 0.185 | 0.409 | 0.015 | 0.033 | 0.032 | 0.099 | -0.082 | -0.002 | 0.010 | 0.210 | 0.156 | 1.000 | 0.029 | -0.048 | 0.175 | 0.039 | -0.059 | 0.111 | 0.100 | 0.164 | 1.000 | 0.199 | 0.079 |
| digits_first_half | 0.472 | -0.265 | 0.306 | 0.029 | 0.076 | 0.146 | 0.276 | -0.501 | 0.034 | 0.613 | 0.061 | -0.667 | 0.003 | -0.432 | 0.222 | 0.440 | 0.295 | 0.242 | 0.029 | 1.000 | 0.275 | -0.518 | -0.178 | 0.329 | 0.116 | 0.003 | -0.002 | 0.029 | 0.196 | 0.131 |
| upper_first_half | 0.082 | 0.038 | 0.972 | -0.048 | -0.105 | -0.254 | 0.906 | -0.440 | -0.005 | 0.073 | 0.629 | -0.630 | -0.004 | -0.384 | 0.476 | 0.108 | 0.723 | 0.731 | -0.048 | 0.275 | 1.000 | -0.135 | -0.124 | 0.892 | 0.164 | -0.004 | 0.001 | -0.048 | 0.185 | 0.272 |
| lower_first_half | -0.039 | 0.730 | -0.100 | 0.175 | -0.017 | 0.063 | -0.184 | 0.702 | 0.041 | -0.407 | -0.087 | 0.559 | -0.015 | 0.334 | -0.045 | -0.312 | 0.306 | 0.287 | 0.175 | -0.518 | -0.135 | 1.000 | 0.297 | -0.093 | 0.109 | -0.016 | 0.010 | 0.175 | 0.077 | 0.081 |
| digits_second_half | 0.718 | -0.176 | -0.155 | 0.038 | 0.212 | 0.712 | -0.184 | -0.022 | 0.025 | -0.211 | 0.023 | 0.168 | -0.008 | 0.704 | -0.200 | -0.402 | 0.094 | 0.034 | 0.039 | -0.178 | -0.124 | 0.297 | 1.000 | -0.219 | -0.582 | -0.008 | -0.006 | 0.039 | 0.140 | 0.288 |
| upper_second_half | 0.043 | 0.028 | 0.950 | -0.059 | -0.132 | -0.298 | 0.922 | -0.458 | -0.025 | 0.131 | 0.454 | -0.548 | -0.003 | -0.474 | 0.609 | 0.097 | 0.707 | 0.718 | -0.059 | 0.329 | 0.892 | -0.093 | -0.219 | 1.000 | 0.112 | -0.003 | -0.011 | -0.059 | 0.166 | 0.391 |
| lower_second_half | -0.384 | 0.709 | 0.149 | 0.111 | -0.156 | -0.424 | 0.066 | 0.446 | -0.026 | 0.158 | 0.064 | -0.014 | -0.011 | -0.491 | 0.018 | 0.394 | 0.334 | 0.331 | 0.111 | 0.116 | 0.164 | 0.109 | -0.582 | 0.112 | 1.000 | -0.012 | 0.007 | 0.111 | 0.054 | 0.054 |
| special_chars_beginning | -0.006 | -0.013 | -0.001 | 0.100 | 0.011 | -0.001 | -0.008 | -0.013 | 0.143 | -0.009 | -0.008 | -0.029 | 0.985 | -0.015 | -0.001 | -0.008 | 0.000 | -0.004 | 0.100 | 0.003 | -0.004 | -0.016 | -0.008 | -0.003 | -0.012 | 1.000 | 0.017 | 0.100 | 0.011 | 0.012 |
| count_spaces | -0.002 | 0.013 | 0.001 | 0.164 | 0.008 | 0.004 | -0.014 | 0.011 | 0.090 | 0.003 | 0.020 | -0.020 | 0.017 | -0.013 | -0.010 | 0.008 | 0.015 | 0.010 | 0.164 | -0.002 | 0.001 | 0.010 | -0.006 | -0.011 | 0.007 | 0.017 | 1.000 | 0.164 | 0.019 | 0.013 |
| count_non_alphanumeric | 0.072 | 0.184 | -0.017 | 1.000 | 0.095 | 0.108 | -0.091 | 0.185 | 0.409 | 0.015 | 0.033 | 0.032 | 0.099 | -0.082 | -0.002 | 0.010 | 0.210 | 0.156 | 1.000 | 0.029 | -0.048 | 0.175 | 0.039 | -0.059 | 0.111 | 0.100 | 0.164 | 1.000 | 0.199 | 0.079 |
| most_common_char_freq | 0.250 | 0.084 | 0.205 | 0.199 | 0.441 | 0.172 | 0.136 | -0.031 | 0.072 | 0.096 | 0.141 | -0.154 | 0.012 | -0.018 | 0.110 | 0.027 | 0.341 | 0.051 | 0.199 | 0.196 | 0.185 | 0.077 | 0.140 | 0.166 | 0.054 | 0.011 | 0.019 | 0.199 | 1.000 | 0.017 |
| strength | 0.220 | 0.060 | 0.259 | 0.079 | 0.023 | 0.231 | 0.303 | 0.058 | 0.049 | 0.139 | 0.196 | 0.378 | 0.011 | 0.305 | 0.206 | 0.093 | 0.061 | 0.741 | 0.079 | 0.131 | 0.272 | 0.081 | 0.288 | 0.391 | 0.054 | 0.012 | 0.013 | 0.079 | 0.017 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| password | strength | count_digits | count_lower | count_upper | count_symbols | count_repeated_chars | count_consecutive_digits | count_consecutive_upper | count_consecutive_lower | count_consecutive_symbols | count_initial_digits | count_initial_upper | count_initial_lower | count_initial_symbols | count_final_digits | count_final_upper | count_final_lower | length | unique_chars | num_special_chars | digits_first_half | upper_first_half | lower_first_half | digits_second_half | upper_second_half | lower_second_half | special_chars_beginning | count_spaces | count_non_alphanumeric | most_common_char_freq | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 73ptilp | 0 | 2 | 5 | 0 | 0 | 0 | 1 | 0 | 4 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 5 | 7 | 6 | 0 | 2 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 2 |
| 1 | kalem55 | 0 | 2 | 5 | 0 | 0 | 1 | 1 | 0 | 4 | 0 | 0 | 0 | 5 | 0 | 2 | 0 | 0 | 7 | 6 | 0 | 0 | 0 | 3 | 2 | 0 | 2 | 0 | 0 | 0 | 2 |
| 2 | aca007 | 0 | 3 | 3 | 0 | 0 | 1 | 2 | 0 | 2 | 0 | 0 | 0 | 3 | 0 | 3 | 0 | 0 | 6 | 4 | 0 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 2 |
| 3 | nopy98u | 0 | 2 | 5 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 1 | 7 | 7 | 0 | 0 | 0 | 3 | 2 | 0 | 2 | 0 | 0 | 0 | 1 |
| 4 | ac7i5ge | 0 | 2 | 5 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 2 | 7 | 7 | 0 | 1 | 0 | 2 | 1 | 0 | 3 | 0 | 0 | 0 | 1 |
| 5 | yasy16 | 0 | 2 | 4 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 6 | 5 | 0 | 0 | 0 | 3 | 2 | 0 | 1 | 0 | 0 | 0 | 2 |
| 6 | wqz45w | 0 | 2 | 4 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 1 | 6 | 5 | 0 | 0 | 0 | 3 | 2 | 0 | 1 | 0 | 0 | 0 | 2 |
| 7 | mongol9 | 0 | 1 | 6 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 6 | 0 | 1 | 0 | 0 | 7 | 6 | 0 | 0 | 0 | 3 | 1 | 0 | 3 | 0 | 0 | 0 | 2 |
| 8 | karols1 | 0 | 1 | 6 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 6 | 0 | 1 | 0 | 0 | 7 | 7 | 0 | 0 | 0 | 3 | 1 | 0 | 3 | 0 | 0 | 0 | 1 |
| 9 | y4nuar | 0 | 1 | 5 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 4 | 6 | 6 | 0 | 1 | 0 | 2 | 0 | 0 | 3 | 0 | 0 | 0 | 1 |
| password | strength | count_digits | count_lower | count_upper | count_symbols | count_repeated_chars | count_consecutive_digits | count_consecutive_upper | count_consecutive_lower | count_consecutive_symbols | count_initial_digits | count_initial_upper | count_initial_lower | count_initial_symbols | count_final_digits | count_final_upper | count_final_lower | length | unique_chars | num_special_chars | digits_first_half | upper_first_half | lower_first_half | digits_second_half | upper_second_half | lower_second_half | special_chars_beginning | count_spaces | count_non_alphanumeric | most_common_char_freq | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 249401 | NGv165TIwNgwg0oA | 2 | 4 | 6 | 6 | 0 | 0 | 2 | 2 | 2 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 16 | 13 | 0 | 3 | 4 | 1 | 1 | 2 | 5 | 0 | 0 | 0 | 2 |
| 249402 | iwI2hsDExOAQu7NI | 2 | 2 | 6 | 8 | 0 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 2 | 0 | 16 | 15 | 0 | 1 | 3 | 4 | 1 | 5 | 2 | 0 | 0 | 0 | 2 |
| 249403 | gCHbGRjc2Mw0qcOD | 2 | 2 | 7 | 7 | 0 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 16 | 15 | 0 | 0 | 4 | 4 | 2 | 3 | 3 | 0 | 0 | 0 | 2 |
| 249404 | Felidae_blckPanther001 | 2 | 3 | 16 | 2 | 1 | 1 | 2 | 0 | 13 | 0 | 0 | 1 | 0 | 0 | 3 | 0 | 0 | 22 | 17 | 1 | 0 | 1 | 9 | 3 | 1 | 7 | 0 | 0 | 1 | 3 |
| 249405 | MeRAquFABUZy226 | 2 | 3 | 4 | 8 | 0 | 1 | 2 | 5 | 1 | 0 | 0 | 1 | 0 | 0 | 3 | 0 | 0 | 15 | 13 | 0 | 0 | 4 | 3 | 3 | 4 | 1 | 0 | 0 | 0 | 2 |
| 249406 | juanpaganini588@gmail.com | 2 | 3 | 20 | 0 | 2 | 1 | 2 | 0 | 17 | 0 | 0 | 0 | 12 | 0 | 0 | 0 | 3 | 25 | 15 | 2 | 0 | 0 | 12 | 3 | 0 | 8 | 0 | 0 | 2 | 4 |
| 249407 | tYAam8zg3Mg2AZ7a | 2 | 4 | 7 | 5 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 16 | 13 | 0 | 1 | 2 | 5 | 3 | 3 | 2 | 0 | 0 | 0 | 2 |
| 249408 | weslley.06888524 | 2 | 8 | 7 | 0 | 1 | 3 | 7 | 0 | 6 | 0 | 0 | 0 | 7 | 0 | 8 | 0 | 0 | 16 | 12 | 1 | 0 | 0 | 7 | 8 | 0 | 0 | 0 | 0 | 1 | 3 |
| 249409 | sakaryalı | 2 | 3 | 8 | 0 | 3 | 0 | 2 | 0 | 7 | 1 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 14 | 12 | 3 | 0 | 0 | 7 | 3 | 0 | 1 | 0 | 0 | 3 | 3 |
| 249410 | 8rp4PTTM1MAlcLw0 | 2 | 4 | 5 | 7 | 0 | 1 | 0 | 4 | 2 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 16 | 14 | 0 | 2 | 4 | 2 | 2 | 3 | 3 | 0 | 0 | 0 | 2 |